{
  "id": "skill-area:caching-strategies",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Caching",
    "description": "Applying cache layers and invalidation strategy - read-through,\nwrite-through, cache-aside, key design, and stale-data tradeoffs.\n",
    "domains": [
      "specialization:web-development",
      "specialization:performance-optimization"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:caching-strategies",
      "to": "specialization:web-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:caching-strategies",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:caching-strategies",
      "to": "stack-part:cache",
      "kind": "uses_stack_part"
    }
  ],
  "incomingEdges": [
    {
      "from": "library:ioredis",
      "to": "skill-area:caching-strategies",
      "kind": "used_for"
    },
    {
      "from": "library:redis",
      "to": "skill-area:caching-strategies",
      "kind": "used_for"
    },
    {
      "from": "skill-area:distributed-caching",
      "to": "skill-area:caching-strategies",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:caching-strategies",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-part:cache",
      "to": "skill-area:caching-strategies",
      "kind": "stack_part_used_by",
      "attributes": {}
    },
    {
      "from": "stack-profile:ecommerce-nextjs",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:content-management-platform",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:search-discovery",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:game-backend",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:internal-dashboard",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:social-media-platform",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:chat-messaging-platform",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:high-perf-api-server",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:realtime-websocket-server",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:supply-chain-visibility",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:adtech-real-time-bidding",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:logistics-fleet-management",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:inventory-management",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ticketing-event-platform",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:enterprise-service-bus",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:enterprise-search-platform",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:podcast-network",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:news-publishing-cms",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:photo-gallery-dam",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:music-streaming-backend",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:forum-discussion-board",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:wiki-knowledge-base",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:social-network-backend",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:community-marketplace",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:rate-limiting-api-throttle",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:feature-flag-service",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:url-shortener-link-analytics",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:file-storage-object-gateway",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:pdf-generation-service",
      "to": "skill-area:caching-strategies",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-agent:performance-optimization--caching-architect",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:software-architecture--performance-engineer",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--cloud-architecture-design",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--system-design-review",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:web-development--redis-caching-strategy",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--redis-memory-backend",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:performance-optimization--distributed-caching",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:web-development--caching",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--redis",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}